Fmskill

Last release before major rewrite of back-end and release 1.0 which is expected in Q2.

What's Changed
* added skill table if requested by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/133
* Default style by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/136
* Added metric Kling Gupta Efficiency by ecomodeller in https://github.com/DHI/fmskill/pull/138
* added units flag scatter by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/134
* Define metrics in a single place by ecomodeller in https://github.com/DHI/fmskill/pull/139
* Histogram default to density=True by ecomodeller in https://github.com/DHI/fmskill/pull/143
* Alternative implementation of the scatter index by jsmariegaard in https://github.com/DHI/fmskill/pull/142
* Added missing case in unit display by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/145
* Added Skill Table if N_obs>1 by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/151
* Dataarray by ecomodeller in https://github.com/DHI/fmskill/pull/141
* Update to python version by ecomodeller in https://github.com/DHI/fmskill/pull/153
* Update vision.md by ecomodeller in https://github.com/DHI/fmskill/pull/156
* package-wide options by jsmariegaard in https://github.com/DHI/fmskill/pull/158
* return AX in scatter by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/162
* Mood Style by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/160
* max_gap_fix by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/148
* Fix warnings by ecomodeller in https://github.com/DHI/fmskill/pull/152
* Prepare release 0.8 by jsmariegaard in https://github.com/DHI/fmskill/pull/167


**Full Changelog**: https://github.com/DHI/fmskill/compare/v0.7.0...v0.8.0

What's Changed
* Make time offset configurable in TrackObservation by ecomodeller in https://github.com/DHI/fmskill/pull/126
* Adapt to mikeio 1.0 by jsmariegaard in https://github.com/DHI/fmskill/pull/128
* Remove WatObs part by jsmariegaard in https://github.com/DHI/fmskill/pull/129


**Full Changelog**: https://github.com/DHI/fmskill/compare/v0.6.0...v0.7.0

* Improved scatter plots
* Density as an alternative to 2d histogram
* Optionally show a sample of points if many points
* Improved control of binning
* Chose quantiles to be plotted
* Improved visualization of QQ points
* Show grid
* Better colors in time series plots with multiple models


What's Changed
* Fix small plot bug in spatial.py by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/113
* Rearrange color palette by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/114
* Show scatter points sample by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/117
* Changes in QQ plot style by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/116
* Scatter density by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/120
* Don't use deprecated pd.DataFrame.append by ecomodeller in https://github.com/DHI/fmskill/pull/121
* added grid by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/122
* Adding models for the same observation after construction to Connector fails by ecomodeller in https://github.com/DHI/fmskill/pull/127

New Contributors
* daniel-caichac-DHI made their first contribution in https://github.com/DHI/fmskill/pull/113

**Full Changelog**: https://github.com/DHI/fmskill/compare/v0.5.1...v0.6.0

* Fix bug with missing default itemInfo for pandas ModelResults
* Add itemInfo argument to pandas and xarray ModelResultItem
* DMI api - Better handling of empty datasets

What's Changed
* add max_error to documentation by jsmariegaard in https://github.com/DHI/fmskill/pull/107
* DataFrameModelResult missing default itemInfo by jsmariegaard in https://github.com/DHI/fmskill/pull/109
* add Python 3.10 to CI by jsmariegaard in https://github.com/DHI/fmskill/pull/94
* DMI api - Better handling of empty datasets by ecomodeller in https://github.com/DHI/fmskill/pull/108


**Full Changelog**: https://github.com/DHI/fmskill/compare/v0.5.0...v0.5.1

What's Changed
* Force the use of keyword arguments by ecomodeller in https://github.com/DHI/fmskill/pull/100
* Allow x_item and y_item arguments when creating TrackObservation by jsmariegaard in https://github.com/DHI/fmskill/pull/99
* fix mean skill weights by jsmariegaard in https://github.com/DHI/fmskill/pull/102
* Title and other argument in plots by jsmariegaard in https://github.com/DHI/fmskill/pull/98
* Test notebooks by jsmariegaard in https://github.com/DHI/fmskill/pull/105
* Better reporting by jsmariegaard in https://github.com/DHI/fmskill/pull/66
* Improved docs with logo by jsmariegaard in https://github.com/DHI/fmskill/pull/93
* catch warnings in pytest by jsmariegaard in https://github.com/DHI/fmskill/pull/78
* fix failing in_domain validation for extraction from pandas modelresults by jsmariegaard in https://github.com/DHI/fmskill/pull/106
* Mean skill weights as dict by ecomodeller in https://github.com/DHI/fmskill/pull/103
* pointwise mean skill by jsmariegaard in https://github.com/DHI/fmskill/pull/104
* Fix bug when combining comparers by jsmariegaard in https://github.com/DHI/fmskill/pull/101


**Full Changelog**: https://github.com/DHI/fmskill/compare/v0.4.3...v0.5.0

* Make file paths relative to configuration file (instead of cwd)
* Check point inside xarray domain